Artificial intelligence in bioinformatics : from omics analysis to deep learning and network mining
Type
Book
Authors
ISBN 13
9780128229521
Category
General Circulation
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Publication Year
2022
Publisher
Pages
xix, 247p.
Subject
Artificial intelligence in bioinformatics
Omics analysis
Deep learning in biology
Omics analysis
Deep learning in biology
Abstract
CONTENTS: I. Knowledge representation and reasoning. II. Machine learning. III. Artificial intelligence. IV. Data science. V. Deep learning. VI. Explainability of AI methods. VII. Intelligent agents. VIII. Sequence analysis. IX. Structure analysis. X. Omics sciences. XI. Ontologies in bioinformatics. XII. Integrative bioinformatics. XIII. Biological networks analysis XIV. Biological pathway analysis. XV. Knowledge extraction from biomedical texts. XVI. Artificial intelligence in bioinformatics: issues and challenges. Appendix A: Python code examples. Appendix B: Java code examples.
Description
illustrations ; 23cm.
Biblio Notes
Includes bibliography and index.
Number of Copies
1